Topology-Based Hierarchical Clustering of Self-Organizing Maps

IEEE Transactions on Neural Networks ◽

10.1109/tnn.2011.2107527 ◽

2011 ◽

Vol 22 (3) ◽

pp. 474-485 ◽

Author(s):

K Tasdemir ◽

P Milenov ◽

B Tapsall

Keyword(s):

Hierarchical Clustering ◽

Self Organizing Maps ◽

Self Organizing

Download Full-text

Combining Hierarchical Clustering and Self-Organizing Maps for Exploratory Analysis of Gene Expression Patterns

Journal of Proteome Research ◽

10.1021/pr025521v ◽

2002 ◽

Vol 1 (5) ◽

pp. 467-470 ◽

Author(s):

Javier Herrero ◽

Joaquín Dopazo

Keyword(s):

Gene Expression ◽

Hierarchical Clustering ◽

Expression Patterns ◽

Exploratory Analysis ◽

Gene Expression Patterns ◽

Self Organizing Maps ◽

Self Organizing

Download Full-text

Visualizing Attribute Interdependencies Using Mutual Information, Hierarchical Clustering, Multidimensional Scaling, and Self-organizing Maps

10.1109/hicss.2007.608 ◽

2007 ◽

Author(s):

Derek Nazareth ◽

Ehsan Soofi ◽

Huimin Zhao

Keyword(s):

Mutual Information ◽

Multidimensional Scaling ◽

Hierarchical Clustering ◽

Self Organizing Maps ◽

Self Organizing

Download Full-text

An unsupervised method of classifying remotely sensed images using Kohonen self‐organizing maps and agglomerative hierarchical clustering methods

International Journal of Remote Sensing ◽

10.1080/01431160701442146 ◽

2008 ◽

Vol 29 (11) ◽

pp. 3171-3207 ◽

Author(s):

M. L. Gonçalves ◽

M. L. A. Netto ◽

J. A. F. Costa ◽

J. Zullo Júnior

Keyword(s):

Hierarchical Clustering ◽

Remotely Sensed ◽

Agglomerative Hierarchical Clustering ◽

Clustering Methods ◽

Self Organizing Maps ◽

Unsupervised Method ◽

Hierarchical Clustering Methods ◽

Remotely Sensed Images ◽

Self Organizing

Download Full-text

Defensive islanding using self-organizing maps neural networks and hierarchical clustering

2015 IEEE Eindhoven PowerTech ◽

10.1109/ptc.2015.7232427 ◽

2015 ◽

Author(s):

Mohammed Mahdi ◽

Istemihan Genc

Keyword(s):

Neural Networks ◽

Hierarchical Clustering ◽

Self Organizing Maps ◽

Self Organizing

Download Full-text

A new approach to hierarchical clustering and structuring of data with Self-Organizing Maps

Intelligent Data Analysis ◽

10.3233/ida-2004-8203 ◽

2004 ◽

Vol 8 (2) ◽

pp. 131-149 ◽

Author(s):

Elias Pampalk ◽

Gerhard Widmer ◽

Alvin Chan

Keyword(s):

Hierarchical Clustering ◽

Self Organizing Maps ◽

New Approach ◽

Self Organizing

Download Full-text

Combining self-organizing maps and hierarchical clustering for protein–ligand interaction analysis in post-fragment molecular orbital calculation

Chem-Bio Informatics Journal ◽

10.1273/cbij.21.1 ◽

2021 ◽

Vol 21 (0) ◽

pp. 1-10

Author(s):

Yusuke Kawashima ◽

Natsumi Mori ◽

Norihito Kawashita ◽

Yu-Shi Tian ◽

Tatsuya Takagi

Keyword(s):

Molecular Orbital ◽

Hierarchical Clustering ◽

Interaction Analysis ◽

Molecular Orbital Calculation ◽

Self Organizing Maps ◽

Ligand Interaction ◽

Fragment Molecular Orbital ◽

Protein Ligand Interaction ◽

Self Organizing

Download Full-text

Diagnosis of Partial Discharge Using Self Organizing Maps and Hierarchical Clustering – An Approach

Lecture Notes in Computer Science - Hybrid Artificial Intelligent Systems ◽

10.1007/978-3-642-21219-2_13 ◽

2011 ◽

pp. 91-98

Author(s):

Rubén Jaramillo-Vacio ◽

Alberto Ochoa-Zezzatti ◽

S. Jöns ◽

Sergio Ledezma-Orozco ◽

Camelia Chira

Keyword(s):

Hierarchical Clustering ◽

Partial Discharge ◽

Self Organizing Maps ◽

Self Organizing

Download Full-text

Principal component analysis vs. self-organizing maps combined with hierarchical clustering for pattern recognition in volcano seismic spectra

Journal of Volcanology and Geothermal Research ◽

10.1016/j.jvolgeores.2016.04.014 ◽

2016 ◽

Vol 320 ◽

pp. 58-74 ◽

Author(s):

K. Unglert ◽

V. Radić ◽

A.M. Jellinek

Keyword(s):

Principal Component Analysis ◽

Pattern Recognition ◽

Hierarchical Clustering ◽

Principal Component ◽

Component Analysis ◽

Self Organizing Maps ◽

Self Organizing

Download Full-text

Hierarchical clustering of self-organizing maps for cloud classification

Neurocomputing ◽

10.1016/s0925-2312(99)00141-1 ◽

2000 ◽

Vol 30 (1-4) ◽

pp. 47-52 ◽

Author(s):

Christophe Ambroise ◽

Geniève Sèze ◽

Fouad Badran ◽

Sylvie Thiria

Keyword(s):

Hierarchical Clustering ◽

Self Organizing Maps ◽

Cloud Classification ◽

Self Organizing

Download Full-text

An Improved Software Defect Prediction Algorithm Using Self-organizing Maps Combined with Hierarchical Clustering and Data Preprocessing

Lecture Notes in Computer Science - Database and Expert Systems Applications ◽

10.1007/978-3-030-59003-1_27 ◽

2020 ◽

pp. 414-424

Author(s):

Natalya Shakhovska ◽

Vitaliy Yakovyna ◽

Natalia Kryvinska

Keyword(s):

Hierarchical Clustering ◽

Data Preprocessing ◽

Prediction Algorithm ◽

Defect Prediction ◽

Software Defect Prediction ◽

Self Organizing Maps ◽

Software Defect ◽

Self Organizing

Download Full-text